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Unpaywall VS Papers with Code

Compare Unpaywall VS Papers with Code and see what are their differences

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Unpaywall logo Unpaywall

Legally read research papers behind paywalls.

Papers with Code logo Papers with Code

The latest in machine learning at your fingerprints
  • Unpaywall Landing page
    Landing page //
    2023-10-16
  • Papers with Code Landing page
    Landing page //
    2022-07-17

Unpaywall features and specs

  • Free Access
    Unpaywall provides a legal and free method to access millions of research papers, enabling users who may not have subscriptions to paywalled journals to benefit from scientific knowledge.
  • Large Database
    With a repository of millions of articles, Unpaywall offers a broad range of papers across various fields, increasing the likelihood of finding accessible versions of desired research.
  • Browser Integration
    Unpaywall offers a browser extension that seamlessly integrates with Chrome and Firefox, allowing users to easily access full-text articles without leaving their workflow.
  • Legal and Ethical
    Unpaywall sources its articles from legal repositories, ensuring that access to content is ethical and respects copyright laws.
  • Support for Open Access
    By promoting access to open access articles, Unpaywall supports the broader open access movement, which aims to make scientific research more readily available to everyone.

Possible disadvantages of Unpaywall

  • Inconsistent Availability
    Not all articles have open access versions available, so users may not always find the exact paper they are looking for via Unpaywall.
  • Quality Variation
    The availability of different versions of the articles might lead to variations in quality, such as preprints or author manuscripts, which might not be peer-reviewed.
  • Dependency on Publisher Policies
    The availability of free articles depends heavily on individual publisher policies regarding open access, which can vary widely and affect what content is accessible.
  • Limited to Research Papers
    Unpaywall primarily focuses on research articles, so other types of academic content like book chapters or conference proceedings may not be available.
  • Requires Internet Connection
    Users need an active internet connection to use Unpaywall, which could be a limitation in areas with poor connectivity.

Papers with Code features and specs

  • Open Access
    Papers with Code provides free access to a vast repository of research papers and code implementations, making cutting-edge research available to a wider audience.
  • Reproducibility
    By linking research papers with their corresponding code, it promotes reproducibility, allowing researchers to verify results and build upon previous work more effectively.
  • Benchmarking
    The platform offers benchmarking tools and leaderboards, facilitating the comparison of different models and approaches on standard datasets and fostering competition in the research community.
  • Community Engagement
    Researchers and developers can contribute their own code and evaluations, which encourages community collaboration and the sharing of knowledge.
  • Resource Saving
    By providing implementations and datasets, it saves researchers time and resources, enabling them to focus on innovation rather than recreating existing work.

Possible disadvantages of Papers with Code

  • Quality Control
    Not all code implementations are thoroughly vetted or peer-reviewed, which can lead to issues with code quality and reliability.
  • Misalignment of Benchmarks
    Benchmarks and evaluations might not perfectly align with certain niche or novel research tasks, potentially skewing perceptions about model performance.
  • Dependence on Contributor Participation
    The platform relies heavily on community contributions; if participation wanes, the updates and breadth of resources could stagnate.
  • Integration Challenges
    Integrating and adapting third-party code into different environments or existing projects can sometimes be challenging due to dependencies or compatibility issues.
  • Information Overload
    With a vast amount of available papers and code, navigating and finding the most relevant and high-quality resources can be overwhelming for users.

Unpaywall videos

+ Add

How to Access Research Articles for FREE with Unpaywall

More videos:

  • Review - Must-Have Browser Extensions: Unpaywall + LibKeyNomad | Your Librarian Friend
  • Review - Testing Unpaywall

Papers with Code videos

+ Add

The best site for research papers with codes on Machine/Deep Learning | Research paper search

More videos:

  • Review - Papers With Code Machine Learning Papers and Code Free Resource

Category Popularity

0-100% (relative to Unpaywall and Papers with Code)

Unpaywall

Papers with Code

Productivity
100 100%
Productivity
0% 0
AI
0 0%
AI
100% 100
Education
100 100%
Education
0% 0
Developer Tools
0 0%
Developer Tools
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Unpaywall and Papers with Code

Unpaywall Reviews

14 Websites to Download Research Paper for Free – 2024
GetTheResearch.org is an Artificial Intelligence(AI) powered search engine for search and understand scientific articles for researchers and scientists. It was developed as a part of the Unpaywall project. Unpaywall is a database of 23,329,737 free scholarly Open Access(OA) articles from over 50,000 publishers and repositories, and make it easy to find, track, and use.
Source: www.ilovephd.com

Papers with Code Reviews

We have no reviews of Papers with Code yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Papers with Code should be more popular than Unpaywall. It has been mentiond 99 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Unpaywall mentions (44)

  • First time a vacuum was ever created in a laboratory
    You might also find this interesting: https://unpaywall.org/. Source: over 1 year ago
  • Black holes eat faster than previously expected
    > can you detail what the possible issue is? Why? Are you in a position to help everyone? (As you probably guessed while reading the comment you replied to, I don't really need help; more on that below). "Occasional" is not universal; as you aren't getting the problem in a here-and-now sense you can probably play around with the "here" part by using Tor Browser to see if you can get to the article via the link... - Source: Hacker News / over 1 year ago
  • I am fuckin tired of every other short or video of being about another useless gpt promt or extension. Please give me better trusted resources
    There are many of course the problem is that the ai hallucination problem is still a huge issue. For instance, getting all of https://unpaywall.org/ or something similar into an LLM would be a boon for scientists, but... If you can't trust what it is saying you will end up going back to pull the source anyway. The analysis it provides would probably be helpful though. Source: about 2 years ago
  • Can the light from my grow light pass through The Gnat Preventive Chamber™ to the plants inside?
    For problem 1. I can recommend this browser extension: https://unpaywall.org/ it basically redirects you to a legally available free version of any article you are looking at, if it can find one. Source: about 2 years ago
  • Got a pub and can’t even view the full text article
    Try this: https://unpaywall.org, it’s legal. Source: about 2 years ago
View more

Papers with Code mentions (99)

  • Computer Vision Made Simple with ReductStore and Roboflow
    An helpful approach is to browse the state of the art models in paperswithcode. This will give you an idea of the performance of different models on various tasks. - Source: dev.to / 8 months ago
  • Show HN: Simple Science – The Newest Science Explained Simply
    I think a way around this would some sort of voting/ popularity system? Papers with code (https://paperswithcode.com/) does this via Github stars sorting. Sure it doesn't mean something is established. But it at least gives some way to filter through the firehose of papers. Love this project btw! I think it has potential (and the timing is right now that everyone is looking for the next "attention is all... - Source: Hacker News / 9 months ago
  • Essential Deep Learning Checklist: Best Practices Unveiled
    Adapting to Evolving Standards: With the rapid progress in deep learning research and applications, staying current with the latest developments is crucial. The checklist underscores the importance of considering established standard architectures and leveraging current state-of-the-art (SOTA) resources, like paperswithcode.com, to guide project decisions. This dynamic approach ensures that projects benefit from... - Source: dev.to / 11 months ago
  • Understanding Technical Research Papers
    Papers With Code is one of the good resources to get you to get started. - Source: dev.to / about 1 year ago
  • Ask HN: Is there a data set for GitHub repos associated with academic papers?
    For ML/DL papers you can check https://paperswithcode.com/. - Source: Hacker News / over 1 year ago
View more

What are some alternatives?

When comparing Unpaywall and Papers with Code, you can also consider the following products

SCI-HUB - It provides mass and public access to tens of millions of research papers

ML5.js - Friendly machine learning for the web

arXiv - arXiv is a free distribution service and an open-access archive for scholarly articles.

Amazon Machine Learning - Machine learning made easy for developers of any skill level

MIT License - A license from the Massachusetts Institute of Technology.

Machine Learning Playground - Breathtaking visuals for learning ML techniques.

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